Programadores informáticos

Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript applications, implementing Promise-based async flows, optimising browser or Node.js performance, working with Web Workers or Fetch API, or reviewing .js/.mjs/.cjs files for correctness and best practices.

Jeffallan8.3k

CMS y Plataformas

Php Pro

Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patterns with Swoole, and PSR standards. Creates controllers, configures middleware, generates migrations, writes PHPUnit/Pest tests, defines typed DTOs and value objects, sets up dependency injection, and scaffolds REST/GraphQL APIs. Use when working with Eloquent, Doctrine, Composer, Psalm, ReactPHP, or any PHP API development.

Jeffallan8.3k

Herramientas CLI

Cli Developer

Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progress bars and spinners, generating bash/zsh/fish completion scripts, CLI design, shell completions, and cross-platform terminal applications using commander, click, typer, or cobra.

Jeffallan8.3k

LLM & AI

Mcp Developer

Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to implement tool handlers, configure resource providers, set up stdio/HTTP/SSE transport layers, validate schemas with Zod or Pydantic, debug protocol compliance issues, or scaffold complete MCP server/client projects using TypeScript or Python SDKs.

Jeffallan8.3k

Internos de Frameworks

Embedded Systems

Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for STM32, ESP32, FreeRTOS, bare-metal, power optimization, real-time systems, configure peripherals, write interrupt handlers, implement DMA transfers, debug timing issues.

Jeffallan8.3k

Paquetes y Distribución

Python Pro

Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test suites with fixtures and mocking, and validates code with black and ruff. Invoke for type hints, async/await patterns, dataclasses, dependency injection, logging configuration, and structured error handling.

Jeffallan8.3k

CMS y Plataformas

Higress Wasm Go Plugin

Develop Higress WASM plugins using Go 1.24+. Use when creating, modifying, or debugging Higress gateway plugins for HTTP request/response processing, external service calls, Redis integration, or custom gateway logic.

alibaba8.2k

Calidad de Código

Update V8

Step-by-step guide for updating the V8 JavaScript engine in workerd, including patch rebasing, dependency updates, integrity hashes, and verification. Load this skill when performing or assisting with a V8 version bump.

cloudflare8.2k

Calidad de Código

Add Autogate

Step-by-step guide for adding a new autogate to workerd for gradual rollout of risky changes, including enum registration, string mapping, usage pattern, and testing.

cloudflare8.2k

Internos de Frameworks

Add Compat Flag

Step-by-step guide for adding a new compatibility flag to workerd, including capnp schema, C++ usage, testing, and documentation requirements.

cloudflare8.2k

Herramientas CLI

Webiny Cli Command Catalog

cli/command — 1 abstractions.

webiny8.0k

Herramientas CLI

Webiny Cli Extensions

Adding custom commands to the Webiny CLI using CliCommandFactory. Use this skill when the developer wants to create a custom CLI command, add a data migration script, build a code generator, create deployment scripts, export CMS content, or add health check commands. Covers CliCommandFactory.Interface, command definition, typed parameters, the Ui service for terminal output, and registration via <Cli.Command>.

webiny8.0k

Móvil

Gen Rust

Sync Rust implementation with Python changes (exclude UI/login) by reviewing recent changes, mapping modules, porting logic, and updating tests.

MoonshotAI7.9k

Plugins de IDE

Sample Plugin

Sample plugin demonstrating the Skills + Tools model. Includes a Python tool (greeting) and a TypeScript tool (calculator).

MoonshotAI7.9k

Depuración

Profiling

Profile Lean programs with demangled names using samply and Firefox Profiler. Use when the user asks to profile a Lean binary or investigate performance.

leanprover7.8k

Documentos

Kreuzberg

Extract text, tables, metadata, and images from 91+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg. Use when writing code that calls Kreuzberg APIs in Python, Node.js/TypeScript, Rust, or CLI. Covers installation, extraction (sync/async), configuration (OCR, chunking, output format), batch processing, error handling, and plugins.

kreuzberg-dev7.6k

Calidad de Código

Code Review Riscv

Review RISC-V assembly code for correctness, ABI compliance, and best practices. Use after modifying RISC-V assembly or inline asm code.

FastLED7.4k

Internos de Frameworks

Fix Int

Fix integer type definitions for specified platform. Researches correct primitive type mappings and applies fixes to platform-specific int headers.

FastLED7.4k

Calidad de Código

Code Review Asm Xtensa

Review Xtensa assembly code for ESP32 platforms. Checks for critical errors in inline assembly, ABI compliance, and optimization opportunities. Use after modifying ESP32 assembly or inline asm code.

FastLED7.4k

Productividad e Integración

Implement Calico Api Resource

Implements a new Calico API resource by plumbing it through all layers of the codebase. Use after API design is complete (see design-kubernetes-api skill).

projectcalico7.2k

Machine Learning

Rust Pro

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in the latest Rust ecosystem including Tokio, axum, and cutting-edge crates. Use PROACTIVELY for Rust development, performance optimization, or systems programming.

vudovn7.1k

Educación

Building And Verifying

Use when building the Nango monorepo or verifying TypeScript compilation - covers build commands, project references, common tsc errors, and package dependency order

NangoHQ7.1k

Plugins de IDE

Llama Factory

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

Orchestra-Research7.1k

Internos de Frameworks

Tensorrt Llm

Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.

Orchestra-Research7.1k

Química Computacional

Gguf Quantization

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Orchestra-Research7.1k

Internos de Frameworks

Optimizing Attention Flash

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.

Orchestra-Research7.1k

Internos de Frameworks

Pytorch Lightning

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

Orchestra-Research7.1k

Machine Learning

Nemo Curator

GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.

Orchestra-Research7.1k

Ingeniería de Datos

Ray Data

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines.

Orchestra-Research7.1k

Machine Learning

Axolotl

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Orchestra-Research7.1k

Programadores informáticos | Skills Pool